Focused crawls are collections of frequently-updated webcrawl data from narrow (as opposed to broad or wide) web crawls, often focused on a single domain or subdomain.
A Project that uses Zillow research data on Quandl, Prophet for time series forecasting, Altair for vega-lite charts and Folium for an creating interactive map.
Time series forecasting is a technique for the prediction of events through a sequence of time. Time-series forecasting decomposes the historical data into the baseline, trend, and seasonality. When a forecasting model doesn’t run as planned, we want to tune the parameters of the method with regards to the specific problem at hand. Tuning these methods requires a thorough understanding of how the underlying time series models work. A typical analyst/engineer will not know how to adjust these orders to avoid the problem. The Prophet package provides intuitive parameters which are easy to tune. Even someone like me who lacks expertise in forecasting models can use this to make meaningful predictions for a variety of problems in a business scenario.
The data represents weekly 2018 retail scan data for National retail volume (units) and price, the objective of this project is to predict the price of avocado by using Facebook prophet.
Is your proposed enhancement related to a problem? Please describe.
Add support and automated tests for python 3.5+, and for MacOS, Windows
Describe the solution you'd like
Add test matrix with tox
Describe alternatives you've considered
Tox, or any other solution that would run tests on travis ci for dfferent versions/platforms